@stoney.codes: In this post are some of the data analysis, code and AI engineering involved in the project of analysing 7,109 Penguinz0 (Moist Critical) videos on YouTube. We cover data collection, APIs and the database setup; sentiment analysis, topics, emotion, language, thumbnails and more. Using techniques like spatial RGB color histogram analysis, top-k image overlays, transformers, LLMs, retrieval augmented generation and more. This post shares some of that behind the scenes engineering.

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Wednesday 12 August 2026 14:00:44 GMT